https://cognaptus.com/tags/catalog-quality/ Recent content in Catalog Quality on Cognaptus Hugo -- 0.145.0 en-us Fri, 04 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-04-more-synthetic-data-wasnt-better/ Fri, 04 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-04-more-synthetic-data-wasnt-better/ A controlled product-generation study suggests synthetic catalog data can nearly match real data for attribute extraction, but the best tested result came from using it as augmentation.